in retrospect though, how many malformed 3-column website layouts could we have avoided with this technology? :-)
5,285 karma · joined February 6, 2011
Opinions expressed are my own.
Thank you – the non-adversarial reproduction paper ( https://arxiv.org/abs/2411.10242 ) nails it – from chat, to training corpus, to subsequent model. Though in my hasty read, it is not entirely clear whether the snippets it finds are nonces, i.e. present exactly once in the internet.
My naive instincts would be that it seems unlikely that a single chat transcript would leave much of an impression on a model, but I'd be very curious to learn how that works.
Anyway, the most egregious tip request I’ve ever seen was in a self-service airport kiosk. I chose my bag of nuts or whatever; no human even in the kiosk, completely unmonitored; I scanned and tapped my credit card and there it was — [15%] [18%] [20%]? So insulting.
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Roles include:
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Apply at https://amplify.com/careers/ or email me via my profile.
> Nate George, the mayor of Braham, Minn., a small city 65 miles north of Minneapolis, said public works personnel noted early Monday that the well that feeds the city’s water tower was malfunctioning.
> “Public works isolated the affected system, restored a backup and restarted the plant within approximately 90 minutes,” Mr. George said in a statement. The city briefly urged residents to conserve water but promptly lifted that advisory.
A stout, middle-aged man, with enormous owl-eyed spectacles, was sitting somewhat drunk on the edge of a great table, staring with unsteady concentration at the shelves of books. As we entered he wheeled excitedly around and examined Jordan from head to foot.
“What do you think?” he demanded impetuously.
“About what?” He waved his hand toward the book-shelves.
“About that. As a matter of fact you needn’t bother to ascertain. I ascertained. They’re real.”
“The books?”
He nodded.
“Absolutely real — have pages and everything. I thought they’d be a nice durable cardboard. Matter of fact, they’re absolutely real. Pages and — Here! Lemme show you.”
Taking our scepticism for granted, he rushed to the bookcases and returned with Volume One of the “Stoddard Lectures.”
“See!” he cried triumphantly. “It’s a bona-fide piece of printed matter. It fooled me. This fella’s a regular Belasco. It’s a triumph. What thoroughness! What realism! Knew when to stop, too — didn’t cut the pages. But what do you want? What do you expect?”
He snatched the book from me and replaced it hastily on its shelf, muttering that if one brick was removed the whole library was liable to collapse.
https://www.psprs.com/uploads/sites/1/AIC_PublicPensionRepor...
Some interesting details:
- "Nearly 50 percent of the private equity investment dollars that make their way into American businesses come from public pension funds", which substantiates OP's thesis.
- "U.S. public pension funds invest 9% of their portfolios in private equity, on a dollar-weighted basis." 46% is in public equity, so obviously the lion's share is in still in public markets.
From last year, this Moonlight Sonata in the 12-15 year old category is awesome: https://polypad.amplify.com/p/3VOW6BLM7AYqhQ
And I'm partial to this creation by an educator: https://polypad.amplify.com/p/hPjJZ4DC2Tpywg
but they're all great
(disclaimer: i am CTO of Amplify)
As a sibling poster notes, the Desmos calculator and math tools spun out to Desmos Studio PBC, which has a bunch of great people – with the goal of ensuring those remain available to all and not tied to a single curriculum provider. The Desmos Classroom tools for social, interactive classroom instruction, and another bunch of great colleagues, are part of Amplify, which together with Polypad and other tooling, make up Amplify Classroom ( https://classroom.amplify.com ), powering terrific IMO math, science and English curricula.
It's been a lot of fun – and a lot of tricky work! – bringing all of these tools and humans together.
I'd be remiss if I didn't mention that we are hiring, including for Software Engineer, Analytics Engineer, Data Engineer, and AI Engineer positions at various levels :)
1. Sell you X seats, expecting that internal network effects will get you to 3X soon enough.
2. Sell you X seats, noting that as soon you reach 2X seats, you need to move to the Enterprise plan, under which largely the same feature set plus a couple of gated SCIM controls will cost twice as much.
3. Sell you X seats for their core product, then announce that features B and C are actually an additional SKU that requires additional per-seat subscriptions that double the cost.
4. Sell you X seats for their core product, then immediately announce that you’re on a “legacy plan”, but they’re happy to move you now to their updated offering, which is the same product but now structured to cost twice as much.
And once you can make a certain threshold of commit, the seats are free and all you pay is usage. They are definitely making a margin on the usage.
In other words, this article is, I wouldn’t say misinformed, but definitely underinformed.
2026 White House proposed budget[2]: $18.8 billion
[1] https://www.whitehouse.gov/wp-content/uploads/2026/04/budget...
[2] https://www.whitehouse.gov/wp-content/uploads/2025/05/Fiscal...
[2] is represented as deltas, explainer here https://spacenews.com/white-house-budget-proposal-would-phas...